Overview
Brought to you by YData
Dataset statistics
| Number of variables | 19 |
|---|---|
| Number of observations | 365788 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 72.3 MiB |
| Average record size in memory | 207.1 B |
Variable types
| Numeric | 15 |
|---|---|
| Categorical | 4 |
ADV_S is highly overall correlated with DATA_S and 3 other fields | High correlation |
DATA_R is highly overall correlated with Data_Sent_To_BS and 5 other fields | High correlation |
DATA_S is highly overall correlated with ADV_S and 3 other fields | High correlation |
Data_Sent_To_BS is highly overall correlated with DATA_R and 3 other fields | High correlation |
Dist_To_CH is highly overall correlated with DATA_R and 3 other fields | High correlation |
Is_CH is highly overall correlated with JOIN_S and 2 other fields | High correlation |
JOIN_R is highly overall correlated with ADV_S and 1 other fields | High correlation |
JOIN_S is highly overall correlated with DATA_R and 9 other fields | High correlation |
SCH_R is highly overall correlated with DATA_R and 8 other fields | High correlation |
SCH_S is highly overall correlated with ADV_S and 1 other fields | High correlation |
Time is highly overall correlated with JOIN_S and 2 other fields | High correlation |
dist_CH_To_BS is highly overall correlated with DATA_R and 5 other fields | High correlation |
id is highly overall correlated with JOIN_S and 3 other fields | High correlation |
send_code is highly overall correlated with DATA_R and 5 other fields | High correlation |
who CH is highly overall correlated with JOIN_S and 3 other fields | High correlation |
Attack type is highly overall correlated with Is_CH and 2 other fields | High correlation |
Rank is highly overall correlated with ADV_S and 1 other fields | High correlation |
Attack type is highly imbalanced (73.6%) | Imbalance |
Expaned Energy is highly skewed (γ1 = 25.69934767) | Skewed |
Dist_To_CH has 77990 (21.3%) zeros | Zeros |
ADV_S has 323400 (88.4%) zeros | Zeros |
ADV_R has 30155 (8.2%) zeros | Zeros |
JOIN_R has 347118 (94.9%) zeros | Zeros |
SCH_S has 347130 (94.9%) zeros | Zeros |
Rank has 70737 (19.3%) zeros | Zeros |
DATA_S has 58829 (16.1%) zeros | Zeros |
DATA_R has 314028 (85.8%) zeros | Zeros |
Data_Sent_To_BS has 303545 (83.0%) zeros | Zeros |
dist_CH_To_BS has 303545 (83.0%) zeros | Zeros |
send_code has 77949 (21.3%) zeros | Zeros |
Reproduction
| Analysis started | 2025-05-12 17:13:32.231630 |
|---|---|
| Analysis finished | 2025-05-12 17:15:30.837923 |
| Duration | 1 minute and 58.61 seconds |
| Software version | ydata-profiling vv4.16.1 |
| Download configuration | config.json |
Variables
id
Real number (ℝ)
High correlation 
| Distinct | 11120 |
|---|---|
| Distinct (%) | 3.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 265027.89 |
| Minimum | 101000 |
|---|---|
| Maximum | 3402096 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.6 MiB |
Quantile statistics
| Minimum | 101000 |
|---|---|
| 5-th percentile | 102035 |
| Q1 | 107096 |
| median | 116072 |
| Q3 | 214072 |
| 95-th percentile | 804098 |
| Maximum | 3402096 |
| Range | 3301096 |
| Interquartile range (IQR) | 106976 |
Descriptive statistics
| Standard deviation | 363296.1 |
|---|---|
| Coefficient of variation (CV) | 1.3707844 |
| Kurtosis | 23.490804 |
| Mean | 265027.89 |
| Median Absolute Deviation (MAD) | 13047 |
| Skewness | 4.3864773 |
| Sum | 9.6944023 × 1010 |
| Variance | 1.3198406 × 1011 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 101041 | 136 | < 0.1% |
| 101000 | 135 | < 0.1% |
| 101065 | 135 | < 0.1% |
| 101075 | 135 | < 0.1% |
| 101074 | 135 | < 0.1% |
| 101073 | 135 | < 0.1% |
| 101072 | 135 | < 0.1% |
| 101071 | 135 | < 0.1% |
| 101070 | 135 | < 0.1% |
| 101069 | 135 | < 0.1% |
| Other values (11110) | 364437 |
| Value | Count | Frequency (%) |
| 101000 | 135 | |
| 101001 | 135 | |
| 101002 | 135 | |
| 101003 | 135 | |
| 101004 | 135 | |
| 101005 | 135 | |
| 101006 | 135 | |
| 101007 | 135 | |
| 101008 | 135 | |
| 101009 | 135 |
| Value | Count | Frequency (%) |
| 3402096 | 1 | |
| 3402088 | 1 | |
| 3402073 | 1 | |
| 3402069 | 1 | |
| 3402063 | 1 | |
| 3402054 | 1 | |
| 3402034 | 1 | |
| 3402016 | 1 | |
| 3402009 | 1 | |
| 3402001 | 1 |
Time
Real number (ℝ)
High correlation 
| Distinct | 196 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1062.5201 |
| Minimum | 50 |
|---|---|
| Maximum | 3600 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.6 MiB |
Quantile statistics
| Minimum | 50 |
|---|---|
| 5-th percentile | 103 |
| Q1 | 353 |
| median | 803 |
| Q3 | 1503 |
| 95-th percentile | 3053 |
| Maximum | 3600 |
| Range | 3550 |
| Interquartile range (IQR) | 1150 |
Descriptive statistics
| Standard deviation | 896.35523 |
|---|---|
| Coefficient of variation (CV) | 0.84361247 |
| Kurtosis | 0.30756442 |
| Mean | 1062.5201 |
| Median Absolute Deviation (MAD) | 500 |
| Skewness | 1.1037821 |
| Sum | 3.8865711 × 108 |
| Variance | 803452.69 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 53 | 13201 | 3.6% |
| 103 | 13101 | 3.6% |
| 253 | 13065 | 3.6% |
| 153 | 12805 | 3.5% |
| 203 | 12701 | 3.5% |
| 303 | 12649 | 3.5% |
| 353 | 12356 | 3.4% |
| 403 | 11702 | 3.2% |
| 453 | 11297 | 3.1% |
| 503 | 11177 | 3.1% |
| Other values (186) | 241734 |
| Value | Count | Frequency (%) |
| 50 | 300 | 0.1% |
| 53 | 13201 | |
| 100 | 300 | 0.1% |
| 103 | 13101 | |
| 150 | 300 | 0.1% |
| 153 | 12805 | |
| 200 | 300 | 0.1% |
| 203 | 12701 | |
| 250 | 300 | 0.1% |
| 253 | 13065 |
| Value | Count | Frequency (%) |
| 3600 | 10 | < 0.1% |
| 3553 | 1687 | |
| 3550 | 10 | < 0.1% |
| 3503 | 1738 | |
| 3500 | 10 | < 0.1% |
| 3473 | 1 | < 0.1% |
| 3453 | 1728 | |
| 3450 | 10 | < 0.1% |
| 3403 | 1772 | |
| 3400 | 10 | < 0.1% |
Is_CH
Categorical
High correlation 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 20.2 MiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 323400 | |
| 1 | 42388 | 11.6% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 323400 | |
| 1 | 42388 | 11.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 323400 | |
| 1 | 42388 | 11.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 365788 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 323400 | |
| 1 | 42388 | 11.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 365788 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 323400 | |
| 1 | 42388 | 11.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 365788 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 323400 | |
| 1 | 42388 | 11.6% |
who CH
Real number (ℝ)
High correlation 
| Distinct | 7088 |
|---|---|
| Distinct (%) | 1.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 265038.68 |
| Minimum | 101000 |
|---|---|
| Maximum | 3402100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.6 MiB |
Quantile statistics
| Minimum | 101000 |
|---|---|
| 5-th percentile | 102034 |
| Q1 | 107100 |
| median | 116073 |
| Q3 | 214089 |
| 95-th percentile | 804100 |
| Maximum | 3402100 |
| Range | 3301100 |
| Interquartile range (IQR) | 106989 |
Descriptive statistics
| Standard deviation | 363308.73 |
|---|---|
| Coefficient of variation (CV) | 1.3707762 |
| Kurtosis | 23.489083 |
| Mean | 265038.68 |
| Median Absolute Deviation (MAD) | 13048 |
| Skewness | 4.3863001 |
| Sum | 9.694797 × 1010 |
| Variance | 1.3199323 × 1011 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 202100 | 3422 | 0.9% |
| 201100 | 1854 | 0.5% |
| 301100 | 1751 | 0.5% |
| 203100 | 1599 | 0.4% |
| 501100 | 1519 | 0.4% |
| 601100 | 1475 | 0.4% |
| 402100 | 1474 | 0.4% |
| 502100 | 1456 | 0.4% |
| 401100 | 1449 | 0.4% |
| 602100 | 1415 | 0.4% |
| Other values (7078) | 348374 |
| Value | Count | Frequency (%) |
| 101000 | 196 | |
| 101001 | 374 | |
| 101002 | 104 | < 0.1% |
| 101003 | 277 | |
| 101005 | 293 | |
| 101006 | 255 | |
| 101007 | 134 | < 0.1% |
| 101008 | 78 | < 0.1% |
| 101009 | 185 | |
| 101010 | 93 | < 0.1% |
| Value | Count | Frequency (%) |
| 3402100 | 10 | < 0.1% |
| 3401100 | 26 | < 0.1% |
| 3302100 | 58 | |
| 3301100 | 81 | |
| 3301096 | 1 | < 0.1% |
| 3301054 | 1 | < 0.1% |
| 3301034 | 1 | < 0.1% |
| 3301001 | 1 | < 0.1% |
| 3202100 | 84 | |
| 3202096 | 1 | < 0.1% |
Dist_To_CH
Real number (ℝ)
High correlation  Zeros 
| Distinct | 13956 |
|---|---|
| Distinct (%) | 3.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 22.786868 |
| Minimum | 0 |
|---|---|
| Maximum | 214.27462 |
| Zeros | 77990 |
| Zeros (%) | 21.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.6 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 5.74685 |
| median | 18.56966 |
| Q3 | 33.9213 |
| 95-th percentile | 62.54398 |
| Maximum | 214.27462 |
| Range | 214.27462 |
| Interquartile range (IQR) | 28.17445 |
Descriptive statistics
| Standard deviation | 21.944243 |
|---|---|
| Coefficient of variation (CV) | 0.96302145 |
| Kurtosis | 5.5162019 |
| Mean | 22.786868 |
| Median Absolute Deviation (MAD) | 14.28935 |
| Skewness | 1.6674018 |
| Sum | 8335162.9 |
| Variance | 481.54979 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 77990 | 21.3% |
| 5.96867 | 357 | 0.1% |
| 8.75269 | 298 | 0.1% |
| 8.97549 | 292 | 0.1% |
| 3.96705 | 273 | 0.1% |
| 6.555 | 271 | 0.1% |
| 8.67263 | 266 | 0.1% |
| 1.1225 | 266 | 0.1% |
| 3.07338 | 260 | 0.1% |
| 7.04221 | 256 | 0.1% |
| Other values (13946) | 285259 |
| Value | Count | Frequency (%) |
| 0 | 77990 | |
| 0.40092 | 126 | < 0.1% |
| 0.48993 | 81 | < 0.1% |
| 0.66713 | 85 | < 0.1% |
| 0.67335 | 95 | < 0.1% |
| 0.80238 | 43 | < 0.1% |
| 0.83439 | 109 | < 0.1% |
| 0.88798 | 251 | 0.1% |
| 1.1225 | 266 | 0.1% |
| 1.23076 | 237 | 0.1% |
| Value | Count | Frequency (%) |
| 214.27462 | 25 | |
| 213.85247 | 20 | |
| 206.32935 | 9 | < 0.1% |
| 205.22083 | 9 | < 0.1% |
| 203.79135 | 8 | < 0.1% |
| 202.98739 | 7 | < 0.1% |
| 190.43411 | 5 | < 0.1% |
| 186.94848 | 7 | < 0.1% |
| 184.31794 | 6 | < 0.1% |
| 183.55017 | 7 | < 0.1% |
ADV_S
Real number (ℝ)
High correlation  Zeros 
| Distinct | 85 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.26713014 |
| Minimum | 0 |
|---|---|
| Maximum | 97 |
| Zeros | 323400 |
| Zeros (%) | 88.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.6 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 97 |
| Range | 97 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 2.0703395 |
|---|---|
| Coefficient of variation (CV) | 7.7503029 |
| Kurtosis | 547.0163 |
| Mean | 0.26713014 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 19.543366 |
| Sum | 97713 |
| Variance | 4.2863057 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 323400 | |
| 1 | 38884 | 10.6% |
| 6 | 194 | 0.1% |
| 10 | 188 | 0.1% |
| 17 | 184 | 0.1% |
| 18 | 183 | 0.1% |
| 16 | 177 | < 0.1% |
| 13 | 175 | < 0.1% |
| 11 | 175 | < 0.1% |
| 19 | 174 | < 0.1% |
| Other values (75) | 2054 | 0.6% |
| Value | Count | Frequency (%) |
| 0 | 323400 | |
| 1 | 38884 | 10.6% |
| 3 | 121 | < 0.1% |
| 4 | 119 | < 0.1% |
| 5 | 121 | < 0.1% |
| 6 | 194 | 0.1% |
| 7 | 111 | < 0.1% |
| 8 | 116 | < 0.1% |
| 9 | 103 | < 0.1% |
| 10 | 188 | 0.1% |
| Value | Count | Frequency (%) |
| 97 | 2 | < 0.1% |
| 96 | 3 | |
| 93 | 2 | < 0.1% |
| 92 | 2 | < 0.1% |
| 91 | 2 | < 0.1% |
| 90 | 1 | < 0.1% |
| 88 | 2 | < 0.1% |
| 87 | 1 | < 0.1% |
| 84 | 1 | < 0.1% |
| 83 | 5 |
ADV_R
Real number (ℝ)
Zeros 
| Distinct | 31 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.9806719 |
| Minimum | 0 |
|---|---|
| Maximum | 117 |
| Zeros | 30155 |
| Zeros (%) | 8.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.6 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 3 |
| median | 5 |
| Q3 | 7 |
| 95-th percentile | 27 |
| Maximum | 117 |
| Range | 117 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 7.0370171 |
|---|---|
| Coefficient of variation (CV) | 1.0080716 |
| Kurtosis | 8.5009254 |
| Mean | 6.9806719 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 2.3047779 |
| Sum | 2553446 |
| Variance | 49.519609 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4 | 53069 | |
| 5 | 51475 | |
| 6 | 42430 | |
| 3 | 37532 | |
| 7 | 34155 | |
| 0 | 30155 | |
| 2 | 23314 | |
| 8 | 20640 | 5.6% |
| 9 | 13413 | 3.7% |
| 28 | 10860 | 3.0% |
| Other values (21) | 48745 |
| Value | Count | Frequency (%) |
| 0 | 30155 | |
| 1 | 8077 | 2.2% |
| 2 | 23314 | |
| 3 | 37532 | |
| 4 | 53069 | |
| 5 | 51475 | |
| 6 | 42430 | |
| 7 | 34155 | |
| 8 | 20640 | 5.6% |
| 9 | 13413 | 3.7% |
| Value | Count | Frequency (%) |
| 117 | 34 | < 0.1% |
| 29 | 7 | < 0.1% |
| 28 | 10860 | |
| 27 | 7732 | |
| 26 | 7877 | |
| 25 | 4517 | |
| 24 | 2051 | 0.6% |
| 23 | 894 | 0.2% |
| 22 | 729 | 0.2% |
| 21 | 814 | 0.2% |
JOIN_S
Categorical
High correlation 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 20.2 MiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 287839 | |
| 0 | 77949 | 21.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 287839 | |
| 0 | 77949 | 21.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 287839 | |
| 0 | 77949 | 21.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 365788 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 287839 | |
| 0 | 77949 | 21.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 365788 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 287839 | |
| 0 | 77949 | 21.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 365788 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 287839 | |
| 0 | 77949 | 21.3% |
JOIN_R
Real number (ℝ)
High correlation  Zeros 
| Distinct | 101 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.74639682 |
| Minimum | 0 |
|---|---|
| Maximum | 124 |
| Zeros | 347118 |
| Zeros (%) | 94.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.6 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 124 |
| Range | 124 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 4.7140532 |
|---|---|
| Coefficient of variation (CV) | 6.3157466 |
| Kurtosis | 123.06007 |
| Mean | 0.74639682 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 9.7145762 |
| Sum | 273023 |
| Variance | 22.222297 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 347118 | |
| 1 | 1745 | 0.5% |
| 2 | 1278 | 0.3% |
| 3 | 1159 | 0.3% |
| 4 | 1033 | 0.3% |
| 5 | 935 | 0.3% |
| 6 | 869 | 0.2% |
| 7 | 709 | 0.2% |
| 8 | 692 | 0.2% |
| 9 | 657 | 0.2% |
| Other values (91) | 9593 | 2.6% |
| Value | Count | Frequency (%) |
| 0 | 347118 | |
| 1 | 1745 | 0.5% |
| 2 | 1278 | 0.3% |
| 3 | 1159 | 0.3% |
| 4 | 1033 | 0.3% |
| 5 | 935 | 0.3% |
| 6 | 869 | 0.2% |
| 7 | 709 | 0.2% |
| 8 | 692 | 0.2% |
| 9 | 657 | 0.2% |
| Value | Count | Frequency (%) |
| 124 | 1 | < 0.1% |
| 99 | 47 | |
| 98 | 9 | < 0.1% |
| 97 | 4 | < 0.1% |
| 96 | 2 | < 0.1% |
| 95 | 4 | < 0.1% |
| 94 | 4 | < 0.1% |
| 93 | 5 | < 0.1% |
| 92 | 4 | < 0.1% |
| 91 | 2 | < 0.1% |
SCH_S
Real number (ℝ)
High correlation  Zeros 
| Distinct | 95 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.29505615 |
| Minimum | 0 |
|---|---|
| Maximum | 99 |
| Zeros | 347130 |
| Zeros (%) | 94.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.6 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 99 |
| Range | 99 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 2.7854019 |
|---|---|
| Coefficient of variation (CV) | 9.4402434 |
| Kurtosis | 320.82861 |
| Mean | 0.29505615 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 15.734658 |
| Sum | 107928 |
| Variance | 7.7584637 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 347130 | |
| 1 | 12909 | 3.5% |
| 2 | 366 | 0.1% |
| 4 | 350 | 0.1% |
| 3 | 339 | 0.1% |
| 6 | 304 | 0.1% |
| 5 | 292 | 0.1% |
| 8 | 233 | 0.1% |
| 9 | 228 | 0.1% |
| 10 | 222 | 0.1% |
| Other values (85) | 3415 | 0.9% |
| Value | Count | Frequency (%) |
| 0 | 347130 | |
| 1 | 12909 | 3.5% |
| 2 | 366 | 0.1% |
| 3 | 339 | 0.1% |
| 4 | 350 | 0.1% |
| 5 | 292 | 0.1% |
| 6 | 304 | 0.1% |
| 7 | 219 | 0.1% |
| 8 | 233 | 0.1% |
| 9 | 228 | 0.1% |
| Value | Count | Frequency (%) |
| 99 | 10 | |
| 98 | 3 | < 0.1% |
| 96 | 1 | < 0.1% |
| 95 | 1 | < 0.1% |
| 94 | 1 | < 0.1% |
| 93 | 3 | < 0.1% |
| 92 | 1 | < 0.1% |
| 90 | 2 | < 0.1% |
| 89 | 4 | < 0.1% |
| 88 | 1 | < 0.1% |
SCH_R
Categorical
High correlation 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 20.2 MiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 276081 | |
| 0 | 89707 | 24.5% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 276081 | |
| 0 | 89707 | 24.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 276081 | |
| 0 | 89707 | 24.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 365788 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 276081 | |
| 0 | 89707 | 24.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 365788 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 276081 | |
| 0 | 89707 | 24.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 365788 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 276081 | |
| 0 | 89707 | 24.5% |
Rank
Real number (ℝ)
High correlation  Zeros 
| Distinct | 100 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.7072567 |
| Minimum | 0 |
|---|---|
| Maximum | 99 |
| Zeros | 70737 |
| Zeros (%) | 19.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.6 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 3 |
| Q3 | 13 |
| 95-th percentile | 41 |
| Maximum | 99 |
| Range | 99 |
| Interquartile range (IQR) | 12 |
Descriptive statistics
| Standard deviation | 14.644887 |
|---|---|
| Coefficient of variation (CV) | 1.5086535 |
| Kurtosis | 6.7339523 |
| Mean | 9.7072567 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 2.3951015 |
| Sum | 3550798 |
| Variance | 214.4727 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 95159 | |
| 0 | 70737 | |
| 3 | 13506 | 3.7% |
| 2 | 12797 | 3.5% |
| 5 | 11285 | 3.1% |
| 4 | 10533 | 2.9% |
| 7 | 9693 | 2.6% |
| 6 | 9009 | 2.5% |
| 9 | 8567 | 2.3% |
| 8 | 7746 | 2.1% |
| Other values (90) | 116756 |
| Value | Count | Frequency (%) |
| 0 | 70737 | |
| 1 | 95159 | |
| 2 | 12797 | 3.5% |
| 3 | 13506 | 3.7% |
| 4 | 10533 | 2.9% |
| 5 | 11285 | 3.1% |
| 6 | 9009 | 2.5% |
| 7 | 9693 | 2.6% |
| 8 | 7746 | 2.1% |
| 9 | 8567 | 2.3% |
| Value | Count | Frequency (%) |
| 99 | 39 | |
| 98 | 49 | |
| 97 | 61 | |
| 96 | 50 | |
| 95 | 63 | |
| 94 | 63 | |
| 93 | 78 | |
| 92 | 73 | |
| 91 | 80 | |
| 90 | 80 |
DATA_S
Real number (ℝ)
High correlation  Zeros 
| Distinct | 192 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 45.274334 |
| Minimum | 0 |
|---|---|
| Maximum | 241 |
| Zeros | 58829 |
| Zeros (%) | 16.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.6 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 13 |
| median | 36 |
| Q3 | 62 |
| 95-th percentile | 131 |
| Maximum | 241 |
| Range | 241 |
| Interquartile range (IQR) | 49 |
Descriptive statistics
| Standard deviation | 42.675699 |
|---|---|
| Coefficient of variation (CV) | 0.94260248 |
| Kurtosis | 3.0435337 |
| Mean | 45.274334 |
| Median Absolute Deviation (MAD) | 23 |
| Skewness | 1.5520597 |
| Sum | 16560808 |
| Variance | 1821.2153 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 58829 | 16.1% |
| 13 | 36422 | 10.0% |
| 85 | 7355 | 2.0% |
| 55 | 6899 | 1.9% |
| 65 | 6797 | 1.9% |
| 76 | 6754 | 1.8% |
| 62 | 6679 | 1.8% |
| 72 | 6677 | 1.8% |
| 57 | 6408 | 1.8% |
| 80 | 6385 | 1.7% |
| Other values (182) | 216583 |
| Value | Count | Frequency (%) |
| 0 | 58829 | |
| 1 | 17 | < 0.1% |
| 2 | 259 | 0.1% |
| 3 | 304 | 0.1% |
| 4 | 375 | 0.1% |
| 5 | 503 | 0.1% |
| 6 | 558 | 0.2% |
| 7 | 480 | 0.1% |
| 8 | 440 | 0.1% |
| 9 | 363 | 0.1% |
| Value | Count | Frequency (%) |
| 241 | 1641 | |
| 240 | 1 | < 0.1% |
| 237 | 1 | < 0.1% |
| 235 | 1 | < 0.1% |
| 229 | 2 | < 0.1% |
| 226 | 1 | < 0.1% |
| 220 | 1 | < 0.1% |
| 206 | 2429 | |
| 205 | 1 | < 0.1% |
| 204 | 1 | < 0.1% |
DATA_R
Real number (ℝ)
High correlation  Zeros 
| Distinct | 1345 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 72.145751 |
| Minimum | 0 |
|---|---|
| Maximum | 1496 |
| Zeros | 314028 |
| Zeros (%) | 85.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.6 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 609 |
| Maximum | 1496 |
| Range | 1496 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 228.64922 |
|---|---|
| Coefficient of variation (CV) | 3.169268 |
| Kurtosis | 13.054269 |
| Mean | 72.145751 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.6474665 |
| Sum | 26390050 |
| Variance | 52280.465 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 314028 | |
| 117 | 5999 | 1.6% |
| 351 | 3217 | 0.9% |
| 377 | 2772 | 0.8% |
| 91 | 1647 | 0.5% |
| 241 | 1429 | 0.4% |
| 78 | 1342 | 0.4% |
| 104 | 1293 | 0.4% |
| 611 | 903 | 0.2% |
| 412 | 724 | 0.2% |
| Other values (1335) | 32434 | 8.9% |
| Value | Count | Frequency (%) |
| 0 | 314028 | |
| 1 | 140 | < 0.1% |
| 2 | 5 | < 0.1% |
| 3 | 2 | < 0.1% |
| 4 | 3 | < 0.1% |
| 5 | 3 | < 0.1% |
| 6 | 2 | < 0.1% |
| 7 | 3 | < 0.1% |
| 8 | 2 | < 0.1% |
| 9 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 1496 | 1 | < 0.1% |
| 1494 | 4 | < 0.1% |
| 1493 | 2 | < 0.1% |
| 1492 | 10 | |
| 1491 | 6 | |
| 1490 | 1 | < 0.1% |
| 1489 | 3 | < 0.1% |
| 1488 | 2 | < 0.1% |
| 1487 | 5 | |
| 1486 | 5 |
Data_Sent_To_BS
Real number (ℝ)
High correlation  Zeros 
| Distinct | 237 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.4941059 |
| Minimum | 0 |
|---|---|
| Maximum | 241 |
| Zeros | 303545 |
| Zeros (%) | 83.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.6 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 13 |
| Maximum | 241 |
| Range | 241 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 19.730293 |
|---|---|
| Coefficient of variation (CV) | 4.3902599 |
| Kurtosis | 72.090852 |
| Mean | 4.4941059 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 7.8497284 |
| Sum | 1643890 |
| Variance | 389.28446 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 303545 | |
| 13 | 38186 | 10.4% |
| 1 | 2866 | 0.8% |
| 2 | 1769 | 0.5% |
| 3 | 1113 | 0.3% |
| 6 | 764 | 0.2% |
| 4 | 761 | 0.2% |
| 5 | 729 | 0.2% |
| 8 | 696 | 0.2% |
| 7 | 635 | 0.2% |
| Other values (227) | 14724 | 4.0% |
| Value | Count | Frequency (%) |
| 0 | 303545 | |
| 1 | 2866 | 0.8% |
| 2 | 1769 | 0.5% |
| 3 | 1113 | 0.3% |
| 4 | 761 | 0.2% |
| 5 | 729 | 0.2% |
| 6 | 764 | 0.2% |
| 7 | 635 | 0.2% |
| 8 | 696 | 0.2% |
| 9 | 571 | 0.2% |
| Value | Count | Frequency (%) |
| 241 | 447 | |
| 240 | 85 | < 0.1% |
| 239 | 42 | < 0.1% |
| 238 | 32 | < 0.1% |
| 237 | 13 | < 0.1% |
| 236 | 15 | < 0.1% |
| 235 | 14 | < 0.1% |
| 234 | 9 | < 0.1% |
| 233 | 4 | < 0.1% |
| 232 | 12 | < 0.1% |
dist_CH_To_BS
Real number (ℝ)
High correlation  Zeros 
| Distinct | 305 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 21.580986 |
| Minimum | 0 |
|---|---|
| Maximum | 201.93494 |
| Zeros | 303545 |
| Zeros (%) | 83.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.6 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 145.08942 |
| Maximum | 201.93494 |
| Range | 201.93494 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 49.306364 |
|---|---|
| Coefficient of variation (CV) | 2.2847132 |
| Kurtosis | 2.4268386 |
| Mean | 21.580986 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.0069991 |
| Sum | 7894065.8 |
| Variance | 2431.1175 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 303545 | |
| 136.03878 | 1454 | 0.4% |
| 159.31297 | 1446 | 0.4% |
| 88.47785 | 1201 | 0.3% |
| 93.93772 | 1131 | 0.3% |
| 165.46205 | 1105 | 0.3% |
| 123.96292 | 1031 | 0.3% |
| 102.66424 | 995 | 0.3% |
| 201.93494 | 983 | 0.3% |
| 54.93262 | 957 | 0.3% |
| Other values (295) | 51940 | 14.2% |
| Value | Count | Frequency (%) |
| 0 | 303545 | |
| 54.93262 | 957 | 0.3% |
| 75.52972 | 235 | 0.1% |
| 76.04676 | 96 | < 0.1% |
| 77.63787 | 76 | < 0.1% |
| 77.82286 | 61 | < 0.1% |
| 78.70375 | 64 | < 0.1% |
| 78.91449 | 223 | 0.1% |
| 79.19069 | 228 | 0.1% |
| 79.55137 | 82 | < 0.1% |
| Value | Count | Frequency (%) |
| 201.93494 | 983 | |
| 181.31284 | 948 | |
| 176.98899 | 75 | < 0.1% |
| 176.62353 | 224 | 0.1% |
| 176.42103 | 58 | < 0.1% |
| 176.40744 | 512 | |
| 176.34359 | 62 | < 0.1% |
| 175.01596 | 69 | < 0.1% |
| 174.29523 | 63 | < 0.1% |
| 173.64043 | 225 | 0.1% |
send_code
Real number (ℝ)
High correlation  Zeros 
| Distinct | 16 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.5156402 |
| Minimum | 0 |
|---|---|
| Maximum | 15 |
| Zeros | 77949 |
| Zeros (%) | 21.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.6 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 2 |
| Q3 | 4 |
| 95-th percentile | 7 |
| Maximum | 15 |
| Range | 15 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 2.397266 |
|---|---|
| Coefficient of variation (CV) | 0.95294469 |
| Kurtosis | 3.0981937 |
| Mean | 2.5156402 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.4483411 |
| Sum | 920191 |
| Variance | 5.7468842 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 77949 | |
| 1 | 74193 | |
| 2 | 62069 | |
| 3 | 49542 | |
| 4 | 37423 | |
| 5 | 25480 | 7.0% |
| 6 | 15731 | 4.3% |
| 7 | 10147 | 2.8% |
| 8 | 5095 | 1.4% |
| 9 | 2531 | 0.7% |
| Other values (6) | 5628 | 1.5% |
| Value | Count | Frequency (%) |
| 0 | 77949 | |
| 1 | 74193 | |
| 2 | 62069 | |
| 3 | 49542 | |
| 4 | 37423 | |
| 5 | 25480 | 7.0% |
| 6 | 15731 | 4.3% |
| 7 | 10147 | 2.8% |
| 8 | 5095 | 1.4% |
| 9 | 2531 | 0.7% |
| Value | Count | Frequency (%) |
| 15 | 595 | 0.2% |
| 14 | 628 | 0.2% |
| 13 | 884 | 0.2% |
| 12 | 836 | 0.2% |
| 11 | 1097 | 0.3% |
| 10 | 1588 | 0.4% |
| 9 | 2531 | 0.7% |
| 8 | 5095 | 1.4% |
| 7 | 10147 | |
| 6 | 15731 |
Expaned Energy
Real number (ℝ)
Skewed 
| Distinct | 69352 |
|---|---|
| Distinct (%) | 19.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.30334516 |
| Minimum | 0 |
|---|---|
| Maximum | 45.09394 |
| Zeros | 10 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.6 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.00739 |
| Q1 | 0.05598 |
| median | 0.09755 |
| Q3 | 0.21703 |
| 95-th percentile | 1.6656 |
| Maximum | 45.09394 |
| Range | 45.09394 |
| Interquartile range (IQR) | 0.16105 |
Descriptive statistics
| Standard deviation | 0.67209017 |
|---|---|
| Coefficient of variation (CV) | 2.2155955 |
| Kurtosis | 1613.5145 |
| Mean | 0.30334516 |
| Median Absolute Deviation (MAD) | 0.053175 |
| Skewness | 25.699348 |
| Sum | 110960.02 |
| Variance | 0.45170519 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.00447 | 1201 | 0.3% |
| 0.00448 | 874 | 0.2% |
| 0.00446 | 657 | 0.2% |
| 0.00606 | 404 | 0.1% |
| 0.2194 | 390 | 0.1% |
| 0.00607 | 382 | 0.1% |
| 0.00722 | 364 | 0.1% |
| 0.00723 | 351 | 0.1% |
| 0.00449 | 332 | 0.1% |
| 0.21826 | 323 | 0.1% |
| Other values (69342) | 360510 |
| Value | Count | Frequency (%) |
| 0 | 10 | < 0.1% |
| 0.00093 | 8 | < 0.1% |
| 0.00108 | 62 | |
| 0.00167 | 1 | < 0.1% |
| 0.00168 | 15 | < 0.1% |
| 0.00169 | 27 | |
| 0.0017 | 12 | < 0.1% |
| 0.00171 | 13 | < 0.1% |
| 0.00172 | 23 | < 0.1% |
| 0.00173 | 22 | < 0.1% |
| Value | Count | Frequency (%) |
| 45.09394 | 1 | |
| 45.09063 | 1 | |
| 45.07812 | 1 | |
| 45.07668 | 1 | |
| 45.07618 | 1 | |
| 45.07489 | 1 | |
| 45.0745 | 1 | |
| 45.07431 | 1 | |
| 45.07407 | 1 | |
| 45.07405 | 1 |
Attack type
Categorical
High correlation  Imbalance 
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 22.0 MiB |
| Normal | |
|---|---|
| Grayhole | 13909 |
| Blackhole | 10049 |
| TDMA | 6633 |
| Flooding | 3157 |
Length
| Max length | 9 |
|---|---|
| Median length | 6 |
| Mean length | 6.1394606 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Normal |
|---|---|
| 2nd row | Normal |
| 3rd row | Normal |
| 4th row | Normal |
| 5th row | Normal |
Common Values
| Value | Count | Frequency (%) |
| Normal | 332040 | |
| Grayhole | 13909 | 3.8% |
| Blackhole | 10049 | 2.7% |
| TDMA | 6633 | 1.8% |
| Flooding | 3157 | 0.9% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| normal | 332040 | |
| grayhole | 13909 | 3.8% |
| blackhole | 10049 | 2.7% |
| tdma | 6633 | 1.8% |
| flooding | 3157 | 0.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| l | 369204 | |
| o | 362312 | |
| a | 355998 | |
| r | 345949 | |
| N | 332040 | |
| m | 332040 | |
| h | 23958 | 1.1% |
| e | 23958 | 1.1% |
| G | 13909 | 0.6% |
| y | 13909 | 0.6% |
| Other values (12) | 72464 | 3.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2245741 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| l | 369204 | |
| o | 362312 | |
| a | 355998 | |
| r | 345949 | |
| N | 332040 | |
| m | 332040 | |
| h | 23958 | 1.1% |
| e | 23958 | 1.1% |
| G | 13909 | 0.6% |
| y | 13909 | 0.6% |
| Other values (12) | 72464 | 3.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2245741 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| l | 369204 | |
| o | 362312 | |
| a | 355998 | |
| r | 345949 | |
| N | 332040 | |
| m | 332040 | |
| h | 23958 | 1.1% |
| e | 23958 | 1.1% |
| G | 13909 | 0.6% |
| y | 13909 | 0.6% |
| Other values (12) | 72464 | 3.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2245741 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| l | 369204 | |
| o | 362312 | |
| a | 355998 | |
| r | 345949 | |
| N | 332040 | |
| m | 332040 | |
| h | 23958 | 1.1% |
| e | 23958 | 1.1% |
| G | 13909 | 0.6% |
| y | 13909 | 0.6% |
| Other values (12) | 72464 | 3.2% |
Interactions
Correlations
| ADV_R | ADV_S | DATA_R | DATA_S | Data_Sent_To_BS | Dist_To_CH | Is_CH | JOIN_R | JOIN_S | SCH_R | SCH_S | Time | dist_CH_To_BS | id | send_code | who CH | Attack type | Expaned Energy | Rank | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| ADV_R | 1.000 | 0.277 | -0.321 | 0.177 | -0.232 | -0.058 | 0.427 | 0.008 | 0.255 | 0.373 | 0.010 | -0.052 | -0.227 | -0.054 | 0.309 | -0.053 | 0.310 | 0.071 | -0.023 |
| ADV_S | 0.277 | 1.000 | 0.217 | -0.527 | 0.343 | -0.495 | 0.235 | 0.635 | 0.163 | 0.107 | 0.636 | 0.234 | 0.333 | 0.263 | -0.500 | 0.263 | 0.419 | -0.047 | -0.512 |
| DATA_R | -0.321 | 0.217 | 1.000 | -0.461 | 0.783 | -0.524 | 0.324 | 0.418 | 0.621 | 0.561 | 0.412 | 0.256 | 0.766 | 0.301 | -0.543 | 0.303 | 0.122 | 0.450 | -0.426 |
| DATA_S | 0.177 | -0.527 | -0.461 | 1.000 | -0.458 | 0.243 | 0.468 | -0.338 | 0.673 | 0.737 | -0.338 | -0.115 | -0.460 | -0.167 | 0.601 | -0.168 | 0.203 | 0.248 | 0.231 |
| Data_Sent_To_BS | -0.232 | 0.343 | 0.783 | -0.458 | 1.000 | -0.557 | 0.383 | 0.262 | 0.258 | 0.232 | 0.258 | 0.322 | 0.990 | 0.387 | -0.556 | 0.389 | 0.141 | 0.469 | -0.475 |
| Dist_To_CH | -0.058 | -0.495 | -0.524 | 0.243 | -0.557 | 1.000 | 0.324 | -0.317 | 0.466 | 0.417 | -0.317 | -0.374 | -0.558 | -0.415 | 0.426 | -0.417 | 0.140 | -0.353 | 0.558 |
| Is_CH | 0.427 | 0.235 | 0.324 | 0.468 | 0.383 | 0.324 | 1.000 | 0.406 | 0.696 | 0.613 | 0.268 | 0.298 | 0.333 | 0.354 | 0.429 | 0.354 | 0.868 | 0.009 | 0.248 |
| JOIN_R | 0.008 | 0.635 | 0.418 | -0.338 | 0.262 | -0.317 | 0.406 | 1.000 | 0.282 | 0.258 | 0.999 | 0.019 | 0.219 | 0.011 | -0.320 | 0.011 | 0.212 | 0.086 | -0.328 |
| JOIN_S | 0.255 | 0.163 | 0.621 | 0.673 | 0.258 | 0.466 | 0.696 | 0.282 | 1.000 | 0.896 | 0.187 | 0.500 | 0.783 | 0.621 | 0.617 | 0.621 | 0.604 | 0.008 | 0.318 |
| SCH_R | 0.373 | 0.107 | 0.561 | 0.737 | 0.232 | 0.417 | 0.613 | 0.258 | 0.896 | 1.000 | 0.170 | 0.441 | 0.697 | 0.563 | 0.541 | 0.563 | 0.532 | 0.007 | 0.266 |
| SCH_S | 0.010 | 0.636 | 0.412 | -0.338 | 0.258 | -0.317 | 0.268 | 0.999 | 0.187 | 0.170 | 1.000 | 0.022 | 0.216 | 0.014 | -0.320 | 0.014 | 0.357 | 0.082 | -0.328 |
| Time | -0.052 | 0.234 | 0.256 | -0.115 | 0.322 | -0.374 | 0.298 | 0.019 | 0.500 | 0.441 | 0.022 | 1.000 | 0.332 | 0.983 | -0.280 | 0.983 | 0.195 | 0.169 | -0.454 |
| dist_CH_To_BS | -0.227 | 0.333 | 0.766 | -0.460 | 0.990 | -0.558 | 0.333 | 0.219 | 0.783 | 0.697 | 0.216 | 0.332 | 1.000 | 0.399 | -0.558 | 0.400 | 0.171 | 0.452 | -0.470 |
| id | -0.054 | 0.263 | 0.301 | -0.167 | 0.387 | -0.415 | 0.354 | 0.011 | 0.621 | 0.563 | 0.014 | 0.983 | 0.399 | 1.000 | -0.323 | 0.999 | 0.214 | 0.199 | -0.492 |
| send_code | 0.309 | -0.500 | -0.543 | 0.601 | -0.556 | 0.426 | 0.429 | -0.320 | 0.617 | 0.541 | -0.320 | -0.280 | -0.558 | -0.323 | 1.000 | -0.324 | 0.186 | -0.041 | 0.397 |
| who CH | -0.053 | 0.263 | 0.303 | -0.168 | 0.389 | -0.417 | 0.354 | 0.011 | 0.621 | 0.563 | 0.014 | 0.983 | 0.400 | 0.999 | -0.324 | 1.000 | 0.214 | 0.201 | -0.493 |
| Attack type | 0.310 | 0.419 | 0.122 | 0.203 | 0.141 | 0.140 | 0.868 | 0.212 | 0.604 | 0.532 | 0.357 | 0.195 | 0.171 | 0.214 | 0.186 | 0.214 | 1.000 | 0.019 | 0.107 |
| Expaned Energy | 0.071 | -0.047 | 0.450 | 0.248 | 0.469 | -0.353 | 0.009 | 0.086 | 0.008 | 0.007 | 0.082 | 0.169 | 0.452 | 0.199 | -0.041 | 0.201 | 0.019 | 1.000 | -0.281 |
| Rank | -0.023 | -0.512 | -0.426 | 0.231 | -0.475 | 0.558 | 0.248 | -0.328 | 0.318 | 0.266 | -0.328 | -0.454 | -0.470 | -0.492 | 0.397 | -0.493 | 0.107 | -0.281 | 1.000 |
Missing values
Sample
| id | Time | Is_CH | who CH | Dist_To_CH | ADV_S | ADV_R | JOIN_S | JOIN_R | SCH_S | SCH_R | Rank | DATA_S | DATA_R | Data_Sent_To_BS | dist_CH_To_BS | send_code | Expaned Energy | Attack type | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 101000 | 50 | 1 | 101000 | 0.00000 | 1 | 0 | 0 | 25 | 1 | 0 | 0 | 0 | 1200 | 48 | 130.08535 | 0 | 2.46940 | Normal |
| 1 | 101001 | 50 | 0 | 101044 | 75.32345 | 0 | 4 | 1 | 0 | 0 | 1 | 2 | 38 | 0 | 0 | 0.00000 | 4 | 0.06957 | Normal |
| 2 | 101002 | 50 | 0 | 101010 | 46.95453 | 0 | 4 | 1 | 0 | 0 | 1 | 19 | 41 | 0 | 0 | 0.00000 | 3 | 0.06898 | Normal |
| 3 | 101003 | 50 | 0 | 101044 | 64.85231 | 0 | 4 | 1 | 0 | 0 | 1 | 16 | 38 | 0 | 0 | 0.00000 | 4 | 0.06673 | Normal |
| 4 | 101004 | 50 | 0 | 101010 | 4.83341 | 0 | 4 | 1 | 0 | 0 | 1 | 25 | 41 | 0 | 0 | 0.00000 | 3 | 0.06534 | Normal |
| 5 | 101005 | 50 | 0 | 101010 | 31.91198 | 0 | 4 | 1 | 0 | 0 | 1 | 18 | 41 | 0 | 0 | 0.00000 | 3 | 0.06717 | Normal |
| 6 | 101006 | 50 | 0 | 101044 | 24.34167 | 0 | 4 | 1 | 0 | 0 | 1 | 5 | 38 | 0 | 0 | 0.00000 | 4 | 0.06214 | Normal |
| 7 | 101007 | 50 | 0 | 101010 | 26.75033 | 0 | 4 | 1 | 0 | 0 | 1 | 21 | 41 | 0 | 0 | 0.00000 | 3 | 0.06662 | Normal |
| 8 | 101008 | 50 | 0 | 101044 | 63.66485 | 0 | 4 | 1 | 0 | 0 | 1 | 17 | 38 | 0 | 0 | 0.00000 | 4 | 0.06649 | Normal |
| 9 | 101009 | 50 | 0 | 101000 | 32.90217 | 0 | 4 | 1 | 0 | 0 | 1 | 12 | 48 | 0 | 0 | 0.00000 | 1 | 0.07903 | Normal |
| id | Time | Is_CH | who CH | Dist_To_CH | ADV_S | ADV_R | JOIN_S | JOIN_R | SCH_S | SCH_R | Rank | DATA_S | DATA_R | Data_Sent_To_BS | dist_CH_To_BS | send_code | Expaned Energy | Attack type | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 374651 | 201091 | 1003 | 0 | 201037 | 36.43504 | 0 | 5 | 1 | 0 | 0 | 1 | 6 | 39 | 0 | 23 | 82.38933 | 2 | 0.07061 | Normal |
| 374652 | 201092 | 1003 | 0 | 201063 | 23.85398 | 0 | 5 | 1 | 0 | 0 | 1 | 1 | 96 | 0 | 38 | 149.39919 | 4 | 0.16273 | Normal |
| 374653 | 201093 | 1003 | 0 | 201095 | 18.81269 | 0 | 5 | 1 | 0 | 0 | 1 | 13 | 55 | 0 | 32 | 124.78459 | 1 | 0.09477 | Normal |
| 374654 | 201094 | 1003 | 0 | 201004 | 17.16400 | 0 | 5 | 1 | 0 | 0 | 1 | 18 | 57 | 0 | 43 | 166.89397 | 5 | 0.09722 | Normal |
| 374655 | 201095 | 1003 | 1 | 201095 | 0.00000 | 1 | 4 | 0 | 21 | 1 | 0 | 0 | 0 | 1120 | 22 | 124.20170 | 0 | 1.01807 | Normal |
| 374656 | 201096 | 1003 | 0 | 201051 | 6.98337 | 0 | 5 | 1 | 0 | 0 | 1 | 7 | 96 | 0 | 67 | 170.14779 | 3 | 0.15974 | Normal |
| 374657 | 201097 | 1003 | 0 | 201037 | 29.32867 | 0 | 5 | 1 | 0 | 0 | 1 | 31 | 39 | 0 | 24 | 82.21043 | 2 | 0.06877 | Normal |
| 374658 | 201098 | 1003 | 0 | 201095 | 18.51963 | 0 | 5 | 1 | 0 | 0 | 1 | 17 | 55 | 0 | 31 | 139.26438 | 1 | 0.09437 | Normal |
| 374659 | 201099 | 1003 | 0 | 201051 | 8.55001 | 0 | 5 | 1 | 0 | 0 | 1 | 3 | 96 | 0 | 65 | 158.27492 | 3 | 0.16047 | Normal |
| 374660 | 202041 | 1025 | 0 | 202100 | 0.00000 | 0 | 5 | 0 | 0 | 0 | 0 | 4 | 7 | 689 | 7 | 115.00407 | 0 | 1.01325 | Normal |